Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "191"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 191 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 102 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 100 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 191, Node N15:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459919 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.698231 0.443822 0.867049 -0.483281 0.906527 1.281936 23.002739 0.525847 0.6281 0.6527 0.4189 nan nan
2459918 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.781405 0.341762 0.723009 -0.685475 0.759452 0.919243 14.757241 2.610543 0.6531 0.6788 0.4183 nan nan
2459917 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.769474 -0.028742 1.000104 -0.478852 1.387028 -0.674146 18.759415 3.763790 0.6889 0.7157 0.4851 nan nan
2459916 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.449488 0.158759 0.864889 -0.670703 0.172700 0.570160 21.795095 0.872379 0.6497 0.6793 0.4249 nan nan
2459915 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.714143 0.052603 1.085939 -0.789221 -0.332414 1.293297 11.003396 0.197472 0.6955 0.7135 0.3758 nan nan
2459914 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.838821 0.021071 1.070935 -1.017417 -0.732682 0.834006 4.798986 -0.179219 0.7191 0.7385 0.3157 nan nan
2459913 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.506009 0.760331 0.817796 -0.679556 0.192006 1.115161 12.071212 0.647342 0.6675 0.6794 0.4230 nan nan
2459912 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.458193 0.714400 0.657506 -0.465363 0.157477 0.649182 11.805059 0.350748 0.6333 0.6660 0.4360 nan nan
2459911 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.530837 0.250287 0.734095 -0.635017 0.906623 0.995332 10.016236 -0.444482 0.6346 0.6666 0.4399 nan nan
2459910 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.480721 0.259799 0.706252 -0.676397 0.545351 1.134565 9.764360 -0.320099 0.6371 0.6682 0.4390 nan nan
2459909 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.570498 0.427957 0.707804 -0.592934 0.259488 1.023398 14.282243 0.128261 0.6362 0.6676 0.4362 nan nan
2459908 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.658199 0.379055 0.680192 -0.489612 0.074251 0.429000 17.602589 0.153477 0.6417 0.6765 0.4359 nan nan
2459907 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.537571 0.327860 0.655558 -0.550260 0.731711 0.166448 11.511477 0.767879 0.6404 0.6728 0.4315 nan nan
2459906 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.025319 0.415509 3.257149 -0.184788 0.401727 0.526361 14.391689 2.462034 0.6136 0.6621 0.4413 nan nan
2459905 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.737214 0.396520 3.357646 -0.162017 -0.673687 0.377551 8.702974 0.356576 0.6045 0.6568 0.4459 nan nan
2459904 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.961169 0.359900 3.569435 -0.122295 -0.072319 0.393909 14.185140 1.795007 0.6093 0.6566 0.4376 nan nan
2459903 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.002636 0.344712 3.473696 -0.098135 -0.212051 -0.035621 15.756955 0.573907 0.6145 0.6597 0.4425 nan nan
2459902 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.808294 0.453027 3.688893 -0.326216 -0.244071 -0.014511 11.773749 0.432993 0.6211 0.6613 0.4328 nan nan
2459901 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.148747 0.328388 3.252535 -0.100989 -0.182423 -0.339224 11.114204 0.499636 0.6169 0.6605 0.4387 nan nan
2459900 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.271834 0.233684 3.365328 -0.168390 0.147238 0.020692 11.183163 0.456541 0.5658 0.6206 0.3730 nan nan
2459898 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.106655 0.124882 3.184922 -0.212893 -0.255931 0.333746 10.082677 0.908081 0.6198 0.6644 0.4354 nan nan
2459897 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.957540 0.226076 3.160944 -0.123931 -0.416333 0.087256 17.505002 0.699056 0.6256 0.6658 0.4293 nan nan
2459896 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.061691 0.006150 3.249110 -0.196831 0.341327 0.414879 12.589291 0.820502 0.6288 0.6687 0.4287 nan nan
2459895 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.300143 -0.449298 4.332585 -0.504116 2.237831 -0.176469 6.551817 0.273261 0.7549 0.7623 0.2675 nan nan
2459894 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.116082 0.113207 2.936944 -0.178562 -0.631533 0.416600 14.694707 0.982376 0.6375 0.6685 0.4127 nan nan
2459893 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.178372 0.153052 3.117579 -0.150415 -0.642069 0.565522 19.046577 1.991441 0.6375 0.6735 0.4177 nan nan
2459892 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.180083 0.240938 3.688025 -0.267823 -0.843187 0.047636 14.188318 1.264073 0.6304 0.6722 0.4234 nan nan
2459891 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.184075 0.130994 3.604090 -0.224273 -1.060334 0.513651 10.702569 2.156007 0.6236 0.6662 0.4264 nan nan
2459890 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.056799 0.029390 4.763527 -0.456030 -0.981653 0.084671 6.572147 0.331132 0.6274 0.6653 0.4234 nan nan
2459889 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.187312 -0.001075 3.369187 -0.351906 -0.645071 0.597888 19.399303 0.735137 0.6371 0.6701 0.4188 nan nan
2459888 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.079987 0.023191 4.316448 -0.421883 -0.297200 0.109596 7.589543 0.184658 0.6536 0.6886 0.4129 nan nan
2459887 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.185778 -0.008309 4.376056 -0.486217 -0.107285 0.619794 10.418654 0.548271 0.6376 0.6703 0.4230 nan nan
2459886 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.751746 -0.074586 3.671673 -0.257232 3.506633 0.720098 6.257114 0.161264 0.7287 0.7413 0.3410 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.222080 0.507974 22.156357 1.172721 1.354330 -0.939382 14.991021 -0.410501 0.6999 0.7177 0.3694 nan nan
2459884 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.049913 -0.243420 4.151902 -0.413452 -0.000375 0.671013 12.834282 -0.061031 0.6362 0.6636 0.4282 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.093263 0.841946 20.257725 0.531307 0.669045 -0.817030 37.252004 1.427170 0.6416 0.6735 0.4189 nan nan
2459882 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.814347 1.243679 23.075893 0.513291 0.551958 -0.608314 15.575817 0.653111 0.6451 0.6764 0.4110 nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.081937 0.456647 26.074417 1.525420 0.822927 -1.227442 30.681770 1.244847 0.6886 0.7251 0.3536 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.148996 0.740284 21.892033 0.628517 0.238005 -0.802545 17.169414 0.176359 0.6398 0.6754 0.4240 nan nan
2459879 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.051385 -0.052146 3.910196 -0.029628 -0.817282 1.545727 14.130981 1.112072 0.6239 0.6682 0.4448 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.501476 1.036120 26.119304 1.317485 0.791652 -0.277424 46.408374 1.848257 0.6315 0.6762 0.4337 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.598034 0.720183 18.708912 -0.082679 2.298964 -1.720090 36.291754 1.617460 0.6586 0.6728 0.4210 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.247328 -0.025658 24.486348 0.786765 0.363569 -0.451234 17.007976 0.490324 0.6755 0.7058 0.4233 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.426859 0.866822 12.362070 -0.416576 2.371867 -0.498776 26.024550 1.022747 0.6578 0.6695 0.4140 nan nan
2459873 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459872 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.067545 0.011606 21.417979 0.111234 1.089199 -0.530232 15.937204 1.086330 0.6614 0.6701 0.4185 nan nan
2459871 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.195359 -0.203635 1.425494 7.079840 -0.191091 1.227545 15.508184 5.360356 0.6794 0.6686 0.4129 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.957601 0.846580 0.621194 4.896355 1.180311 -0.024306 22.939900 33.663293 0.6830 0.6763 0.4153 nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.704200 -0.211268 0.690995 5.632981 0.580844 -0.363467 17.489447 2.675117 0.6960 0.6984 0.4055 nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.843987 1.486795 1.348159 4.713770 -0.458455 1.532847 28.189838 17.545721 0.6733 0.6643 0.4214 nan nan
2459867 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.330735 0.951164 0.636199 4.043797 -0.716958 -0.690260 12.613277 14.442617 0.6842 0.6684 0.4220 nan nan
2459866 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.326112 0.895145 0.682998 4.023174 -0.249605 -1.077844 13.016656 4.508930 0.6873 0.6699 0.4142 nan nan
2459865 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.415983 1.310699 0.290815 -1.120042 -0.157505 -0.447094 25.354529 24.848146 0.6889 0.6685 0.4302 nan nan
2459863 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.798510 -0.131260 -0.918527 0.067168 0.398069 0.139875 16.321825 14.491142 0.6830 0.6571 0.4217 nan nan
2459862 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.347927 0.445400 1.520482 -1.494654 0.029002 -0.184266 5.681059 6.652940 0.6653 0.6813 0.4381 nan nan
2459861 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.790872 -0.487972 -1.016059 0.210459 0.293090 0.710802 5.649596 12.108283 0.6946 0.6610 0.4366 nan nan
2459860 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.654530 -0.789872 1.084491 -1.252795 2.446543 -0.754711 6.850864 6.477881 0.7041 0.6703 0.4272 nan nan
2459859 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.503807 -0.297895 -1.041553 0.168034 0.659871 0.513049 7.827932 3.761669 0.7066 0.6749 0.4256 nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.579489 -0.561972 -1.074380 0.052978 1.433944 0.492870 8.180793 7.246331 0.7248 0.6867 0.4402 3.050869 2.772071
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - 2.280966 0.727715 0.063929 -0.014346 1.043372 0.585430 2.913665 3.642049 0.0248 0.0248 0.0003 nan nan
2459856 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.217636 -0.461161 1.004573 -0.988408 1.208632 -0.823076 8.961653 3.883841 0.7150 0.7007 0.4293 3.334440 3.154187
2459855 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.243527 0.158752 8.080265 5.830446 0.070197 -0.466513 4.558924 4.306678 0.6941 0.7237 0.4707 3.321717 3.003136
2459854 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.488164 1.832802 16.917270 14.882269 1.399725 0.350920 -0.935263 2.832898 0.7111 0.7461 0.4730 3.291957 2.885391
2459853 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.478975 1.405275 21.714443 18.935077 2.353347 4.001820 0.482445 3.397753 0.7361 0.6975 0.4520 3.757535 3.163712
2459852 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.956696 3.432609 21.981270 18.659540 9.568455 9.822428 14.167032 12.948847 0.8065 0.8130 0.2911 6.319846 5.446386
2459851 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459850 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.804071 2.501996 20.542029 18.433074 3.713233 9.103288 0.990974 8.589305 0.7439 0.7625 0.3797 3.119035 2.741245
2459849 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.858863 -0.297458 -1.131336 0.030668 1.858833 -1.054441 5.057013 0.887494 0.7134 0.7464 0.4050 3.156382 2.990531
2459847 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.979083 -0.479714 -0.838860 0.174917 0.112940 -0.741655 5.406123 2.103061 0.7196 0.6810 0.4542 3.604512 3.243611
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% -0.816422 -0.010828 -0.982030 -0.335259 1.756592 -0.067565 2.445980 1.135721 0.8134 0.6505 0.5280 1.359761 1.185385
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.152058 0.441072 -0.934135 -0.433291 0.094496 -0.190197 8.715838 3.651902 0.7294 0.7359 0.4025 -0.000000 -0.000000
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.717160 -0.546781 0.913927 0.653416 2.402665 -0.185513 1.680620 1.210376 0.0244 0.0243 0.0006 nan nan
2459843 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459842 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.688203 -0.269770 0.346817 2.257357 0.293051 0.600181 4.356464 3.440051 0.7517 0.6654 0.2730 4.655201 4.420891
2459841 digital_ok 100.00% 100.00% 100.00% 0.00% - - 1.327329 3.541979 0.840485 2.243027 1.170261 5.036173 4.810701 1.476312 0.0244 0.0237 0.0006 nan nan
2459839 digital_ok 0.00% - - - - - 1.297420 0.494278 1.906622 0.439744 1.807668 0.477725 2.381215 -0.451252 nan nan nan nan nan
2459838 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.990594 0.193351 -0.644436 1.766122 0.818358 0.085492 0.950749 6.052593 0.7127 0.6811 0.4512 0.000000 0.000000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0437 0.0523 0.0028 nan nan
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - -1.179683 -0.969773 -0.102051 -0.477727 -0.416814 -0.320300 0.318987 4.420945 0.0429 0.0535 0.0046 nan nan
2459833 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.201723 0.509537 1.202853 1.455827 0.324050 -1.341733 1.669522 2.157081 0.0352 0.0579 0.0033 nan nan
2459832 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.138353 0.762635 -1.039365 1.415916 0.422031 -0.467818 1.021648 6.108255 0.8082 0.4925 0.6306 4.805055 3.638571
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.042848 0.299192 1.716943 0.264298 1.658361 1.117677 1.401008 -0.240898 0.0310 0.0298 0.0010 nan nan
2459830 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.882615 0.080885 -0.909140 2.116341 1.141477 0.084077 0.486577 9.980984 0.8028 0.4963 0.6149 5.477481 3.736222
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.881757 0.901645 -0.361618 1.645440 -0.117259 3.073897 5.295244 11.520639 0.7270 0.6316 0.4736 0.000000 0.000000
2459828 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.565260 1.196416 -0.440456 1.881034 0.853992 0.312998 4.735241 53.820062 0.7972 0.5090 0.5885 0.000000 0.000000
2459827 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.497937 0.775996 -0.524141 -0.820426 -0.349338 -0.759702 14.408894 5.326910 0.7396 0.6531 0.4653 6.985612 5.713924
2459826 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.944238 -0.175921 -0.607984 -0.855324 -0.439817 -0.589397 0.204108 -0.635217 0.7888 0.5291 0.5637 0.000000 0.000000
2459825 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.366604 0.399387 -0.652871 -0.300949 9.521015 9.194698 6.401928 7.858468 0.7828 0.5216 0.5721 0.000000 0.000000
2459824 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.814336 0.341378 -0.333171 -0.635917 7.099353 5.785115 13.846885 15.632114 0.6650 0.7038 0.4388 0.000000 0.000000
2459823 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.634427 0.470688 -0.777612 -0.577138 0.500662 0.184662 3.467338 11.875316 0.7224 0.5996 0.5268 0.000000 0.000000
2459822 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.389913 0.340741 -0.805315 -0.577195 -0.073187 -0.493236 9.383397 3.364209 0.7759 0.5368 0.5613 0.000000 0.000000
2459821 digital_ok 0.00% 0.00% 0.00% 0.00% 5.26% 7.89% -0.094876 0.472031 -0.899449 -0.848784 -0.109131 -0.000630 0.973495 1.048226 0.7594 0.5366 0.5558 1.184525 1.037685
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.595542 0.666699 -0.765796 -0.894966 0.476990 -1.782384 4.171696 4.743444 0.7432 0.6532 0.4668 0.000000 0.000000
2459817 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.130612 3.131457 -0.526616 5.087957 -0.275328 3.500669 2.767212 3.912506 0.7607 0.5630 0.5444 0.918512 0.906007
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.859708 2.007374 -0.683515 9.805866 1.602201 3.835367 0.890467 12.988675 0.8319 0.5379 0.6385 3.445046 2.504704
2459815 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.514412 2.435013 -0.723633 9.062581 0.237968 4.012886 0.101451 11.109548 0.7423 0.5519 0.5584 3.292216 2.470246
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 191: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 23.002739 -1.698231 0.443822 0.867049 -0.483281 0.906527 1.281936 23.002739 0.525847

Antenna 191: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 14.757241 0.341762 -1.781405 -0.685475 0.723009 0.919243 0.759452 2.610543 14.757241

Antenna 191: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 18.759415 -0.028742 -1.769474 -0.478852 1.000104 -0.674146 1.387028 3.763790 18.759415

Antenna 191: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 21.795095 -1.449488 0.158759 0.864889 -0.670703 0.172700 0.570160 21.795095 0.872379

Antenna 191: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 11.003396 -1.714143 0.052603 1.085939 -0.789221 -0.332414 1.293297 11.003396 0.197472

Antenna 191: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 4.798986 -1.838821 0.021071 1.070935 -1.017417 -0.732682 0.834006 4.798986 -0.179219

Antenna 191: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 12.071212 0.760331 -1.506009 -0.679556 0.817796 1.115161 0.192006 0.647342 12.071212

Antenna 191: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 11.805059 0.714400 -1.458193 -0.465363 0.657506 0.649182 0.157477 0.350748 11.805059

Antenna 191: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 10.016236 0.250287 -1.530837 -0.635017 0.734095 0.995332 0.906623 -0.444482 10.016236

Antenna 191: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 9.764360 0.259799 -1.480721 -0.676397 0.706252 1.134565 0.545351 -0.320099 9.764360

Antenna 191: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 14.282243 0.427957 -1.570498 -0.592934 0.707804 1.023398 0.259488 0.128261 14.282243

Antenna 191: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 17.602589 -1.658199 0.379055 0.680192 -0.489612 0.074251 0.429000 17.602589 0.153477

Antenna 191: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 11.511477 0.327860 -1.537571 -0.550260 0.655558 0.166448 0.731711 0.767879 11.511477

Antenna 191: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 14.391689 0.415509 -1.025319 -0.184788 3.257149 0.526361 0.401727 2.462034 14.391689

Antenna 191: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 8.702974 0.396520 -0.737214 -0.162017 3.357646 0.377551 -0.673687 0.356576 8.702974

Antenna 191: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 14.185140 0.359900 -0.961169 -0.122295 3.569435 0.393909 -0.072319 1.795007 14.185140

Antenna 191: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 15.756955 0.344712 -1.002636 -0.098135 3.473696 -0.035621 -0.212051 0.573907 15.756955

Antenna 191: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 11.773749 -0.808294 0.453027 3.688893 -0.326216 -0.244071 -0.014511 11.773749 0.432993

Antenna 191: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 11.114204 -1.148747 0.328388 3.252535 -0.100989 -0.182423 -0.339224 11.114204 0.499636

Antenna 191: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 11.183163 -1.271834 0.233684 3.365328 -0.168390 0.147238 0.020692 11.183163 0.456541

Antenna 191: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 10.082677 0.124882 -1.106655 -0.212893 3.184922 0.333746 -0.255931 0.908081 10.082677

Antenna 191: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 17.505002 0.226076 -0.957540 -0.123931 3.160944 0.087256 -0.416333 0.699056 17.505002

Antenna 191: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 12.589291 0.006150 -1.061691 -0.196831 3.249110 0.414879 0.341327 0.820502 12.589291

Antenna 191: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 6.551817 -1.300143 -0.449298 4.332585 -0.504116 2.237831 -0.176469 6.551817 0.273261

Antenna 191: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 14.694707 0.113207 -1.116082 -0.178562 2.936944 0.416600 -0.631533 0.982376 14.694707

Antenna 191: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 19.046577 -1.178372 0.153052 3.117579 -0.150415 -0.642069 0.565522 19.046577 1.991441

Antenna 191: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 14.188318 0.240938 -1.180083 -0.267823 3.688025 0.047636 -0.843187 1.264073 14.188318

Antenna 191: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 10.702569 -1.184075 0.130994 3.604090 -0.224273 -1.060334 0.513651 10.702569 2.156007

Antenna 191: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 6.572147 0.029390 -1.056799 -0.456030 4.763527 0.084671 -0.981653 0.331132 6.572147

Antenna 191: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 19.399303 -1.187312 -0.001075 3.369187 -0.351906 -0.645071 0.597888 19.399303 0.735137

Antenna 191: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 7.589543 0.023191 -1.079987 -0.421883 4.316448 0.109596 -0.297200 0.184658 7.589543

Antenna 191: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 10.418654 -0.008309 -1.185778 -0.486217 4.376056 0.619794 -0.107285 0.548271 10.418654

Antenna 191: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 6.257114 -1.751746 -0.074586 3.671673 -0.257232 3.506633 0.720098 6.257114 0.161264

Antenna 191: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 22.156357 0.507974 -0.222080 1.172721 22.156357 -0.939382 1.354330 -0.410501 14.991021

Antenna 191: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 12.834282 -0.243420 -1.049913 -0.413452 4.151902 0.671013 -0.000375 -0.061031 12.834282

Antenna 191: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 37.252004 0.841946 0.093263 0.531307 20.257725 -0.817030 0.669045 1.427170 37.252004

Antenna 191: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 23.075893 1.243679 0.814347 0.513291 23.075893 -0.608314 0.551958 0.653111 15.575817

Antenna 191: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 30.681770 0.456647 -0.081937 1.525420 26.074417 -1.227442 0.822927 1.244847 30.681770

Antenna 191: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 21.892033 0.740284 0.148996 0.628517 21.892033 -0.802545 0.238005 0.176359 17.169414

Antenna 191: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 14.130981 -0.052146 -1.051385 -0.029628 3.910196 1.545727 -0.817282 1.112072 14.130981

Antenna 191: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 46.408374 1.036120 0.501476 1.317485 26.119304 -0.277424 0.791652 1.848257 46.408374

Antenna 191: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 36.291754 0.598034 0.720183 18.708912 -0.082679 2.298964 -1.720090 36.291754 1.617460

Antenna 191: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 24.486348 -0.247328 -0.025658 24.486348 0.786765 0.363569 -0.451234 17.007976 0.490324

Antenna 191: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 26.024550 0.426859 0.866822 12.362070 -0.416576 2.371867 -0.498776 26.024550 1.022747

Antenna 191: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 21.417979 0.011606 -0.067545 0.111234 21.417979 -0.530232 1.089199 1.086330 15.937204

Antenna 191: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 15.508184 -0.203635 -0.195359 7.079840 1.425494 1.227545 -0.191091 5.360356 15.508184

Antenna 191: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 33.663293 0.957601 0.846580 0.621194 4.896355 1.180311 -0.024306 22.939900 33.663293

Antenna 191: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 17.489447 0.704200 -0.211268 0.690995 5.632981 0.580844 -0.363467 17.489447 2.675117

Antenna 191: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 28.189838 0.843987 1.486795 1.348159 4.713770 -0.458455 1.532847 28.189838 17.545721

Antenna 191: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 14.442617 0.330735 0.951164 0.636199 4.043797 -0.716958 -0.690260 12.613277 14.442617

Antenna 191: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 13.016656 0.895145 0.326112 4.023174 0.682998 -1.077844 -0.249605 4.508930 13.016656

Antenna 191: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 25.354529 1.310699 0.415983 -1.120042 0.290815 -0.447094 -0.157505 24.848146 25.354529

Antenna 191: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 16.321825 -0.798510 -0.131260 -0.918527 0.067168 0.398069 0.139875 16.321825 14.491142

Antenna 191: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 6.652940 -0.347927 0.445400 1.520482 -1.494654 0.029002 -0.184266 5.681059 6.652940

Antenna 191: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 12.108283 -0.487972 -0.790872 0.210459 -1.016059 0.710802 0.293090 12.108283 5.649596

Antenna 191: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 6.850864 -0.654530 -0.789872 1.084491 -1.252795 2.446543 -0.754711 6.850864 6.477881

Antenna 191: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 7.827932 -0.503807 -0.297895 -1.041553 0.168034 0.659871 0.513049 7.827932 3.761669

Antenna 191: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 8.180793 -0.561972 -1.579489 0.052978 -1.074380 0.492870 1.433944 7.246331 8.180793

Antenna 191: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 3.642049 0.727715 2.280966 -0.014346 0.063929 0.585430 1.043372 3.642049 2.913665

Antenna 191: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 8.961653 -1.217636 -0.461161 1.004573 -0.988408 1.208632 -0.823076 8.961653 3.883841

Antenna 191: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 8.080265 0.158752 -0.243527 5.830446 8.080265 -0.466513 0.070197 4.306678 4.558924

Antenna 191: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 16.917270 1.832802 4.488164 14.882269 16.917270 0.350920 1.399725 2.832898 -0.935263

Antenna 191: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 21.714443 1.405275 3.478975 18.935077 21.714443 4.001820 2.353347 3.397753 0.482445

Antenna 191: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 21.981270 4.956696 3.432609 21.981270 18.659540 9.568455 9.822428 14.167032 12.948847

Antenna 191: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 20.542029 3.804071 2.501996 20.542029 18.433074 3.713233 9.103288 0.990974 8.589305

Antenna 191: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 5.057013 -0.297458 -0.858863 0.030668 -1.131336 -1.054441 1.858833 0.887494 5.057013

Antenna 191: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 5.406123 -0.479714 -0.979083 0.174917 -0.838860 -0.741655 0.112940 2.103061 5.406123

Antenna 191: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 2.445980 -0.816422 -0.010828 -0.982030 -0.335259 1.756592 -0.067565 2.445980 1.135721

Antenna 191: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 8.715838 0.441072 -0.152058 -0.433291 -0.934135 -0.190197 0.094496 3.651902 8.715838

Antenna 191: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Variability 2.402665 0.717160 -0.546781 0.913927 0.653416 2.402665 -0.185513 1.680620 1.210376

Antenna 191: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 4.356464 -0.688203 -0.269770 0.346817 2.257357 0.293051 0.600181 4.356464 3.440051

Antenna 191: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Variability 5.036173 1.327329 3.541979 0.840485 2.243027 1.170261 5.036173 4.810701 1.476312

Antenna 191: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 2.381215 0.494278 1.297420 0.439744 1.906622 0.477725 1.807668 -0.451252 2.381215

Antenna 191: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 6.052593 0.193351 -0.990594 1.766122 -0.644436 0.085492 0.818358 6.052593 0.950749

Antenna 191: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 4.420945 -0.969773 -1.179683 -0.477727 -0.102051 -0.320300 -0.416814 4.420945 0.318987

Antenna 191: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 2.157081 0.509537 -0.201723 1.455827 1.202853 -1.341733 0.324050 2.157081 1.669522

Antenna 191: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 6.108255 -1.138353 0.762635 -1.039365 1.415916 0.422031 -0.467818 1.021648 6.108255

Antenna 191: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 1.716943 1.042848 0.299192 1.716943 0.264298 1.658361 1.117677 1.401008 -0.240898

Antenna 191: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 9.980984 -0.882615 0.080885 -0.909140 2.116341 1.141477 0.084077 0.486577 9.980984

Antenna 191: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 11.520639 0.901645 -0.881757 1.645440 -0.361618 3.073897 -0.117259 11.520639 5.295244

Antenna 191: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 53.820062 1.196416 -0.565260 1.881034 -0.440456 0.312998 0.853992 53.820062 4.735241

Antenna 191: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 14.408894 -0.497937 0.775996 -0.524141 -0.820426 -0.349338 -0.759702 14.408894 5.326910

Antenna 191: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 0.204108 -0.175921 -0.944238 -0.855324 -0.607984 -0.589397 -0.439817 -0.635217 0.204108

Antenna 191: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Variability 9.521015 0.399387 -0.366604 -0.300949 -0.652871 9.194698 9.521015 7.858468 6.401928

Antenna 191: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 15.632114 -0.814336 0.341378 -0.333171 -0.635917 7.099353 5.785115 13.846885 15.632114

Antenna 191: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 11.875316 0.470688 -0.634427 -0.577138 -0.777612 0.184662 0.500662 11.875316 3.467338

Antenna 191: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 9.383397 -0.389913 0.340741 -0.805315 -0.577195 -0.073187 -0.493236 9.383397 3.364209

Antenna 191: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 1.048226 0.472031 -0.094876 -0.848784 -0.899449 -0.000630 -0.109131 1.048226 0.973495

Antenna 191: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 4.743444 -0.595542 0.666699 -0.765796 -0.894966 0.476990 -1.782384 4.171696 4.743444

Antenna 191: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Power 5.087957 -0.130612 3.131457 -0.526616 5.087957 -0.275328 3.500669 2.767212 3.912506

Antenna 191: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 12.988675 2.007374 -0.859708 9.805866 -0.683515 3.835367 1.602201 12.988675 0.890467

Antenna 191: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 11.109548 2.435013 -0.514412 9.062581 -0.723633 4.012886 0.237968 11.109548 0.101451

Antenna 191: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 191: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan
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